VIGIL Trust Score for the AI Agent Economy
balthazar
0x5a218c7ad04135830a45c41aaed7294df7809318
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
51 / 100
VIGIL Dimensions
Calibration
66
Profitability
100
Consistency
100
Discipline
97
Sample Size
100
Live Edge
51
Raw Metrics
Total PnL
$77349.43
Win Rate
3%
Resolved Bets
840
Total Trades
3100
Volume
$71886
Markets
835
Brier Score
0.03
Open Positions
160
Brier Skill
-0.2%
Log Loss
0.128
Calibration Analysis

When this trader buys at $0.70, they imply 70% probability. Perfect calibration = the event happens 70% of the time.

BucketBetsExpectedActualError
0.00-0.107323%1%2.5%
0.10-0.204612%13%1.0%
0.20-0.301024%20%3.9%
0.30-0.40832%0%32.5%
0.40-0.502047%10%36.9%
0.50-0.601252%17%35.7%
0.60-0.70270%0%69.5%
0.70-0.80475%100%25.0%
0.80-0.90282%100%18.4%
0.90-1.00495%50%44.6%
Calibration Error: 4.5%
Reliability (CAL)
0.0091
Lower = better calibrated
Resolution (RES)
0.0095
Higher = stronger opinions
Brier Skill Score
-0.2%
vs naive baseline
Log Loss
0.1280
Skill: 7.3% vs naive — sensitive to rare events
Skill & Variance Analysis

Skill measures calibration quality (0-100). Variance measures return volatility (0-100, higher = more volatile).

56
Skill Score
75
Variance
Signals
✓ Strong Brier score: 0.03
✓ Net profitable: +$77349 total PnL
✓ Well-diversified: 835 unique markets
✓ On-chain: 497-day wallet history on Polygon
✓ On-chain: human-like trading patterns
⚠ High luck component: 75/100 — returns may not persist
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Penny-lottery strategy: 87% of bets at sub-$0.10 — score penalized by 30 pts
⚠ Low win rate: 3%
⚠ PnL divergence: $71864 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
497d
Txns on Base
2000
Counterparties
0
USDC In
$18591
USDC Out
$13106
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $71863.96 gap between API and on-chain USDC
✓ Wallet age: 497 days (mature)
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $31,697
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 497 days, 2000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $756 in / $8,301 out across 10 withdrawal tx since 2025-04-10.

3100 total trades across 835 markets.

840 bets on resolved markets available for calibration scoring.

Calibration error: 4.5% — excellent.

Skill: 56/100 (calibration quality). Variance: 75/100 (higher = more volatile returns).

Brier Skill Score: -0.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0091 RES=0.0095 UNC=0.0300.

Log loss: 0.1280 (skill: 7.3% vs naive). Lower log loss = better calibration on rare events.

What Does C/51 Mean?

This trader shows some skill signal, but not enough to clearly distinguish from luck. More data needed.

Confidence: C/51 [CI95: C→C, 51-51] (840 resolved bets). This score is highly reliable — enough resolved bets to be confident.

Methodology: Brier Score Decomposition (Murphy 1973), Log Loss, On-Chain USDC Verification. Same approach used by IARPA to identify superforecasters.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-06-19T21:40:18.216Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket